2006
DOI: 10.2174/157016306780368117
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Pathway Analysis for Design of Promiscuous Drugs and Selective Drug Mixtures

Abstract: The decrease in the drug approval rate by the FDA and the recent failure of some blockbuster drugs has prompted a re-examination of the focus of the pharmaceutical industry on increasing drug selectivity. As a result, it has been proposed that the most efficient cure is in developing promiscuous drugs and selective drug mixtures. Rational design of drug mixtures has been nearly impossible due to the lack of information about in vivo cell regulation, mechanisms of pathway activation, and interactions between di… Show more

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Cited by 23 publications
(11 citation statements)
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“…This variety of potential mechanisms underscores both the importance of examining drug interactions across a range of endpoints and the risk of generalizing drug interactions from any one endpoint to any other endpoint. However, this complexity also provides the basis for an opportunity to develop drug mixtures or mixed-actions drugs that produce enhanced desirable effects and/or reduced undesirable effects relative to highly selective drugs administered alone (Sivachenko, Kalinin, & Yuryev, 2006). …”
Section: Discussionmentioning
confidence: 99%
“…This variety of potential mechanisms underscores both the importance of examining drug interactions across a range of endpoints and the risk of generalizing drug interactions from any one endpoint to any other endpoint. However, this complexity also provides the basis for an opportunity to develop drug mixtures or mixed-actions drugs that produce enhanced desirable effects and/or reduced undesirable effects relative to highly selective drugs administered alone (Sivachenko, Kalinin, & Yuryev, 2006). …”
Section: Discussionmentioning
confidence: 99%
“…Irrespective of which of these approaches is most successful in the coming years, it is likely that the Alzheimer's or Parkinson's patient of the future will require multiple treatment approaches, both palliative and disease-modifying. Sivachenko and colleagues 5 have argued that the recent downward trend in Food and Drug Administration approval rates is attributed to the "magic bullet" approach. They contend that pathway analysis allows for multiple target development that is more relevant to CNS disorders, which are complex and multigenetic in origin.…”
Section: Why Target Multiple Systems For the Treatment Of Cns Disorders?mentioning
confidence: 99%
“…Construction By use of the graph-based representation, it is possible for us to (i) analyze the literate about nanoparticles associated genes, (ii) analyze the gene expression patterns in different model organisms, and (iii) predict nanoparticles response based on gene expression profiles [1][2][3]12].…”
Section: B the Graph-based Representation And Modelmentioning
confidence: 99%
“…Bioinformatics systems biology is a cutting-edge biological field that focuses on high through-put experimental data mining, database organization, and the systematic study of complex interactions in cellular systems [2,3]. Furthermore, the regulatory network or pathway modeling of cancer development processes becomes a major issue for bioinformatics systems biological studies in present day.…”
Section: Introductionmentioning
confidence: 99%
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